Yes, and with oob_estimates and monitor some of the basic building blocks are in place but needs fleshing out.
Also would be nice to resume a model from where you left off if terminated too early. Sent from my iPhone On Mar 25, 2012, at 10:40 AM, Peter Prettenhofer <[email protected]> wrote: > 2012/3/25 Scott White <[email protected]>: >> Btw, another thing I think we should add is the ability to monitor the >> out-of-bag estimates after each iteration and allow the fitting to be >> terminated early. It's usually hard to guess the right number of >> iterations required and if one can terminate the fitting early based >> on good oob results that can help speed things up a lot. >> >> cheers, >> Scott >> > > +1 - we should really start sketching the API for monitoring the > progress of our models during training. > > ``oob_scores_`` only allows you to do "early-stopping" after the fact :-) > > > -- > Peter Prettenhofer ------------------------------------------------------------------------------ This SF email is sponsosred by: Try Windows Azure free for 90 days Click Here http://p.sf.net/sfu/sfd2d-msazure _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
